Foundations6 min read
Read the meter. Keep the context.
Build a four-lens research framework that separates liquidity, activity, market context, and unresolved risk.
Research field guide / The framework
DeFi Meter
Four lenses. A clearer research question.
A DeFi meter should help you ask a better question, not replace your judgment with a colored score. Our framework keeps four readings separate: liquidity, activity, market context, and risk. Use it to organize evidence about an identified asset, pool, deployment, or network. This is an educational guide, not a live dashboard or a trading signal.
The question to ask
What changed, under which definition, and what remains unknown?
Give every reading a job
Use liquidity to investigate execution conditions at a named size. Use activity to describe what occurred during a defined interval. Use market context to explain the price and timeframe around an observation. Use a dependency record to show what the measured numbers do not answer. These are complementary questions, not four votes in a universal ranking.
Keep disagreements visible
Suppose a fictional pool has a higher dollar balance but unchanged token quantities and lower measured volume. Those observations can coexist. A useful note identifies the valuation contribution and the weaker activity reading rather than averaging them into a reassuring label. The question is what explains the difference, not which number looks best.
Make the method reproducible
Record identifiers and definitions before calculations. Preserve the original observations alongside any percentage change. When coverage or methodology changes, create a new comparison or reconcile the old series. Another reader should be able to follow the same steps and understand why you stopped short of a broader conclusion.
Primary reference: Ethereum: an introduction to decentralized finance.
Your research checklist
Capture the fields that matter.
Keep identifiers, assumptions, and missing evidence next to the observation.
01
Object
Exact asset, pool, contract, or deployment
Do not compare a single pool with a network total.
02
Observation
Source, timestamp, interval, and unit
A current page view is not necessarily a current data observation.
03
Interpretation
Measured change, possible explanation, and limit
A dollar-value increase alone does not establish fresh deposits.
04
Next question
The missing evidence that would change the conclusion
An unknown input should stay unknown, not become a zero-risk score.
Practical questions
Know the limits
of the reading.
Is DeFiMeter a live sentiment index?
No. DeFiMeter.com provides research guides and illustrative examples. It does not publish live scores, prices, or personalized investment recommendations.
Where should a beginner start?
Read the four-lens introduction, then the guide to TVL, volume, and fees. Choose a chain-specific topic only after defining the asset or application you want to understand.
Continue your research
Related field notes
Foundations6 min read
TVL is not volume. Fees are not yield.
Understand balance-versus-flow measures, price effects, fee allocation, and the limits of annualized figures.
Market analysis6 min read
A better research routine starts here
Build a repeatable read-only routine that checks freshness, preserves context, and separates observations from explanations.